512 search results - page 63 / 103 » Tangent Distance Kernels for Support Vector Machines |
148
Voted
TCS
2008
15 years 3 months ago
2008
This paper studies a novel paradigm for learning formal languages from positive and negative examples which consists of mapping strings to an appropriate highdimensional feature s...
115
Voted
DAS
2010
Springer
15 years 7 months ago
2010
Springer
In this paper we tackle the problem of document image retrieval by combining a similarity measure between documents and the probability that a given document belongs to a certain ...
129
Voted
ICML
2010
IEEE
15 years 4 months ago
2010
IEEE
When equipped with kernel functions, online learning algorithms are susceptible to the "curse of kernelization" that causes unbounded growth in the model size. To addres...
157
Voted
AVSS
2007
IEEE
15 years 10 months ago
2007
IEEE
This paper proposes to apply optimized One-Class Support Vector Machines (1-SVMs) as a discriminative framework in order to address a specific audio classification problem. Firs...
121
Voted
ICIP
2004
IEEE
16 years 5 months ago
2004
IEEE
This paper presents a robust face detector under partial occlusion. In recent years, the effectiveness of Support Vector Machine (SVM) to object detection is reported. However, co...